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Lithological Discrimination of Khyber Range Using Remote Sensing and Machine Learning Algorithms 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2024, 卷号: 14, 期号: 12
作者:  Ali, Sajid;  Li, Huan;  Ali, Asghar;  Hassan, Jubril Izge
收藏  |  浏览/下载：45/0  |  提交时间：2024/10/04
remote sensing  machine learning  SVM  MLC  lithology  ASTER  OLI  Khyber  
Spatio-temporal prediction of land use and land cover change in Bahi (Manyoni) Catchment, Tanzania, using multilayer perceptron neural network and cellular automata-Markov chain model 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 1
作者:  Hersi, Naima A. M.;  Mulungu, Deogratias M. M.;  Nobert, Joel
收藏  |  浏览/下载：38/0  |  提交时间：2024/10/04
CA-Markov chain model  LULC change detection  MLP neural network (MLP-NN)  Semi-arid region  Support vector machine (SVM)  Tanzania  
Irrigation Detection Using Sentinel-1 and Sentinel-2 Time Series on Fruit Tree Orchards 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2024, 卷号: 16, 期号: 3
作者:  Chakhar, Amal;  Hernandez-Lopez, David;  Ballesteros, Rocio;  Moreno, Miguel A.
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
Sentinel-1  Sentinel-2  irrigation detection  Sentinel hub  classification  SVM  fruit tree orchards  NDVI  VV  VH  
Geothermal Water Quality Index Assessment for Irrigation Purpose with Multicomputing Modeling Coupled with GIS: Case of El Hamma, Southeastern Tunisia 期刊论文
发表期刊: WATER AIR AND SOIL POLLUTION. 出版年: 2024, 卷号: 235, 期号: 2
作者:  Haddaji, Boulbaba;  Atoui, Mounir;  Wederni, Khyria;  Agoubi, Belgacem;  Karroubi, Adel
收藏  |  浏览/下载：103/0  |  提交时间：2024/10/04
Irrigation Geothermal Water Quality Index  CART  SVM  Shallow aquifer  El Hamma  
The effect of land use and land cover changes on soil erosion in semi-arid areas using cloud-based google earth engine platform and GIS-based RUSLE model 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2024, 卷号: 120, 期号: 7, 页码: 6901-6922
作者:  Nourizadeh, Maryam;  Naghavi, Hamed;  Omidvar, Ebrahim
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
Satellite images  NDVI  SVM  Empirical models  Time series  
UAS-based imaging for prediction of chickpea crop biophysical parameters and yield 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2023, 卷号: 205
作者:  Avneri, Asaf;  Aharon, Shlomi;  Brook, Anna;  Atsmon, Guy;  Smirnov, Evgeny;  Sadeh, Roy;  Abbo, Shahal;  Peleg, Zvi;  Herrmann, Ittai;  Bonfil, David J.;  Lati, Ran Nisim
收藏  |  浏览/下载：38/0  |  提交时间：2024/09/29
Biomass  Data -fusion  LAI  Machine learning  PLS-R  SVM  
Integrated machine learning-based model and WQI for groundwater quality assessment: ML, geospatial, and hydro-index approaches 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 18, 页码: 53862-53875
作者:  Abu El-Magd, Sherif Ahmed;  Ismael, Ismael S.;  El-Sabri, Mohamed A. Sh.;  Abdo, Mohamed Sayed;  Farhat, Hassan I.
收藏  |  浏览/下载：38/0  |  提交时间：2024/09/29
Machine learning model (ML)  SVM  WQI  SVM-WQI  Egypt  
Retrieval of soil salinity based on multi-source remote sensing data and differential transformation technology 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2023, 卷号: 44, 期号: 4, 页码: 1348-1368
作者:  Zhang, Fei;  Li, Xingyou;  Zhou, Xiaohong;  Chan, Ngai Weng;  Tan, Mou Leong;  Kung, Hsiang-Te;  Shi, Jingchao
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
Differential transformation  Topographic factors  CS-SVM  Soil salt content inversion  
Evaluating the Performance of Machine Learning and Deep Learning Techniques to HyMap Imagery for Lithological Mapping in a Semi-Arid Region: Case Study from Western Anti-Atlas, Morocco 期刊论文
发表期刊: MINERALS. 出版年: 2023, 卷号: 13, 期号: 6
作者:  Hajaj, Soufiane;  El Harti, Abderrazak;  Jellouli, Amine;  Pour, Amin Beiranvand;  Himyari, Saloua Mnissar;  Hamzaoui, Abderrazak;  Hashim, Mazlan
收藏  |  浏览/下载：31/0  |  提交时间：2024/09/29
HyMap imagery  lithological mapping  machine learning  CNN  KNN  RF  SVM  
Predicting Eastern Mediterranean Flash Floods Using Support Vector Machines with Precipitable Water Vapor, Pressure, and Lightning Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 11
作者:  Asaly, Saed;  Gottlieb, Lee-Ad;  Yair, Yoav;  Price, Colin;  Reuveni, Yuval
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
flash flood prediction  natural hazards  SVM  machine learning  lightning  PWV  pressure